Intelligent Computing Theories and Applications

Name: Intelligent Computing Theories and Applications | 8th International Conference, ICIC 2012, Huangshan, China, July 25-29, 2012, Proceedings
Brand: Springer
Price: 53.49 EUR
Availability: OnlineOnly

8th International Conference, ICIC 2012, Huangshan, China, July 25-29, 2012, Proceedings

De-Shuang Huang Jianhua Ma Kang-Hyun Jo M. Michael Gromiha(Editor)

Springer (Publisher)

Published on 9. July 2012

XXII, 683 pages

E-Book

PDF with digital watermarking

System requirements

978-3-642-31576-3 (ISBN)

€53.49incl. 7% vat

System requirements

for PDF with digital watermarking

E-Book Single Licence

Available for download

Description

More details

Other editions

Persons

Content

Title
Preface
Organization
Table of Contents
Neural Networks
Mass Diagnosis in Mammography with Mutual Information Based Feature Selection and Support Vector Machine
Introduction
Level Set Segmentation of Masses
Feature Extraction
Feature Selection Based on Mutual Information
Experiment Results
Conclusion
References
Mean Square Exponential Stability of Hybrid Neural Networks with Uncertain Switching Probabilities
Introduction
Preliminaries
Main Results
Conclusions
References
Time-Varying Neurocomputing: An Iterative Learning Perspective
Introduction
Time-Varying Neural Networks
General Architectures
Typical Architectures
Least Squares Learning Algorithm
Periodic Neural Networks
Conclusion
References
Knowledge Reduction Based on Evidence Reasoning Theory in Interval Ordered Information Systems
Introduction
Rough Sets and Interval Ordered Information Systems
Knowledge Reduction Approach Based on Evidence Reasoning in Consistent IODT
Conclusion
References
Evolutionary Learning and Genetic Algorithms
Research on New Algorithm of Topic-Oriented Crawler and Duplicated Web Pages Detection
Introduction
Existing Research Results
Topic-Oriented Crawler and Duplicated Web Pages Detection Algorithm
Topic-Oriented Crawler Algorithms
Duplicated Web Pages Detection Algorithm
Performance Tests
Conclusions
References
Direct Search Simulated Annealing for Nonlinear Global Optimization of Rayleigh Waves
Introduction
Direct Search Simulated Annealing for Surface Wave Analysis
Synthetic Data Inversion
A Real-World Example
Conclusions
References
Four-Quadrant Division with HNN for Euclidean TSP
Introduction
Procedure of FQD-HNN
Map Division
Tour Creation via HNN
Path Relinking
Experimental Result
Conclusion
References
An Immune Genetic Algorithm with Orthogonal Initialization for Analog Circuit Design
Introduction
Self-adaptive Immune Genetic Algorithm for Analog Circuit Design
Circuit Topology for Automated Synthesis
Orthogonal Initialization Population
Cloning Selection and Hyper Mutation
Self-adaptive Crossover and Mutation Operation
Immune Elimination and Immune Memory
Experimental Results
Conclusions
References
A Novel Artificial Fish Swarm Algorithm Based on Multi-objective Optimization
Introduction
The Basic AFSA
Multi-objective Optimization Problem
Multi-objective Optimum in AFSA
Chaotic Search
Chaotic Mapping for Initialization
Improved Differential Evolution with Chaotic Search
Simulation Results And Discussion
Parameter Analysis
The Novel GAFSA
Simulation Results
Conclusions
References
Comparison of Data Exploration Methods and the BLUP Method in Application to the Animals Breeding
Introduction
Related Works
Data and Methodology
Data
Methodology
Case Study
Conclusions
References
Two-Dimensional Locality Discriminant Projection for Plant Leaf Classification
Introduction
Basic Definitions
2D-Locality Discriminant Projection (2D-LDP)
Experiments and Results
Conclusions
References
An Eigengene-Based Classifier Committee Learning Algorithm for Tumor Classification
Introduction
Methodology
Eigengene Extraction
Experimental Results and Discussions
Conclusions
References
An Expert System for an Innovative Discrimination Tool of Commercial Table Grapes
Introduction
Materials
Methods: Supervised Classifiers
EBP Artificial Neural Networks
Classifiers Based on Trees: J48 and Random Forest
Tests and Trials
Results and Discussion
Conclusions and Future Works
References
Soft Rough Sets and Topologies
Introduction
Preliminaries
Soft Rough Approximations and Soft Rough Sets
The Relationship between Soft Rough Sets and Topologies
The Structure of Soft Rough Sets
References
Granular Computing and Rough Sets
Sudden-Target Search Algorithm of Monitor Area Based on Visual Information Processing Model
Introduction
Construct the Visual Information Processing Model
Sudden-Target Search Algorithm of Monitor Area
The Experiment and Analysis
Data Acquisition
Sample Images Preprocessing and the Extracting of Topological Features Library
Test Images Preprocessing and the Features Selection
Sudden-Target Search
Comparison and Analysis
Conclusion
References
User Real-Time Interest Prediction Based on Collaborative Filtering and Interactive Computing for Academic Recommendation
Introduction
Related Terms
User Real-Time Interest Prediction
Building User Knowledge Flow for Personalized Service
Discovering Collaborative User
User Real-Time Interesting Prediction
Experimental Results and Analysis
Conclusions
References
Spatial-Based Feature for Locating Objects
Introduction
Related Work
Spatial Representation of Objects
What Is Spatial-Based Feature?
A Brief Introduction to Reference Frames
Computational Spatial Model
Finding Orientation of Front in Intrinsic Reference System
Estimating Poses for Inherent-Front Objects
Pose Variation Representation in Intrinsic Reference System
Experiments
Dataset
Preset
Pose Estimation
Spatial Recognition
Discussion
References
Biology Inspired Computing and Optimization
A Novel F-Pad for Handwriting Force Information Acquisition
Introduction
F-Pad Concept
Conditioning Design
Working Principal
Experimental Results
Conclusions
References
Stability of a Predator-Prey Model with Modified Holling-Type II Functional Response
Introduction
Stability of the Positive Equilibrium for the ODE System (1)
Stability of the Positive Equilibrium for the PDE System (2)
Instability of The Positive Equilibrium for the SPDE System (3)
Numerical Illustrations
References
Using Multiple Objective Functions in the Dynamic Model of Metabolic Networks of
Introduction
Optimization Problem of Multiple Objective Function
Converted Objective Function and the Computing Method
Results and Discussions
References
Path Planning Based on Dynamic Multi-Swarm Particle Swarm Optimizer with Crossover
Introduction
Bezier Curves
The Definition and Properties of Bezier Curve
The Descriptions of the Particles
Evaluating Criteria
Dynamic Multi-Swarm Particle Swarm Optimizer with Crossover
Experimental Results
Conclusions
References
High Power C+L Wave Band Er-doped Optical Fiber Photosource Design and Experiment
Introduction
The Photosource Has the Principle
Photosource Structure and Experimental Result Analysis
BibTeX Entries
References
Nature Inspired Computing and Optimization
Improved MOPSO Based on e-domination
Introduction
Related Work
Improved Self-adaptive MOPSO Based on e-domination
Self-adaptive MOPSO Based on e-domination (eDMOPSO)
Effect of the Orthogonal Design on Algorithm
Crossover Operator Based on Uniform Design
Simulation Experiment and Analysis
Conclusions
References
RFID Networks Planning Using BF-PSO
Introduction
RFID Network Planning (RNP) Problem
Carbon Emissions
Network Coverage
Interference
Load Balance
Economic Efficiency
Combined Measure
BF-PSO on Solving the RNP Problem
Experiments and Results
Conclusions
References
A Relaxed Split Bregman Iteration for Total Variation Regularized Image Denoising
Introduction
The Split Bregman Iteration
Restate the Split Bregman Iteration
Reinterpret the Split Bregman Iteration
The Relaxed Split Bregman Iteration
Numerical Experiments
Conclusion
References
Cognitive Science and Computational Neuroscience
Cooperative Spectrum Detection Algorithm Based on Likelihood Ratio Law for Cognitive Radio Systems
Introduction
Single Node Detection Technique
Cooperative Spectrum Detection Algorithm Based on Likelihood Ratio
Simulation and Result Analysis
Conclusion
References
Protein-Protein Interaction Affinity Prediction Based on Interface Descriptors and Machine Learning
Introduction
Materials and Methods
Data Set
Protein Complex Interface Representation
Support Vector Regression Model
Evaluation of the SVR Model by LOOCV Validation
Comparison with Statistical Potentials of Mean Force-Based Method
Results and Discussion
References
Evolving Decision Strategies for Computational Intelligence Agents
Introduction
Computational MAS
Control of Computational Agent
Genetic Programming
Experiments
Conclusion
References
Knowledge Discovery and Data Mining
Using WordNet-Based Neighborhood for Improving Social Tag Recommendation
Introduction
Related Work
WordNet-Based Neighborhood for Social Tag Recommendation
Preliminaries
Using WordNet-Based Neighborhood
Experiments
Conclusions
References
An Empirical Application of ANOVA, Correlation and Regression Method in English Testing
Introduction
Item Types
Methodology
Participants
Instruments
Rating
Piloting
Results and Discussions
The First Research Question
The Second Research Question
Conclusion
References
An Efficient Multi-scale Overlapped Block LBP Approach for Leaf Image Recognition
Introduction
Leaf Features Extraction
Multi-scale Pyramid
Local Binary Pattern (LBP)
LBP Feature Histogram Generation
Plant Leaf Image Dataset
Experimental Results
Conclusion
References
Algorithm Research of ECG Characteristic Points Detection Based on Wavelet Transforms
Introduction
Wavelet Analysis
Wavelet Transform
The Application of Wavelet Transform
Detection Algorithms
Recognizing Signal Singularity
Wavelet Transform of ECG
Bandwidths of ECG Wavelets
Algorithm Process
Conclusions and Future Work
References
Action Recognition Based on the Feature Trajectories
Introduction
Description of The Feature Trajectory
Details of the Trajectory Descriptor
The Shape and Motion Information
Trajectory Shape
Trajectory Motion Information
Experiments
Datasets
Action Classification Results
Compare with The State-of-art Level
References
IEC61850 Based Operation, Control and Management of Utility Connected Microgrid Using Wireless Technology
Introduction
The IEC61850 Standard and MG Communication Information
Wireless Based Communication Networks for Microgrid
Wi-Fi Based Network
Wi-MAX Based Network
IED Modeling and Simulation
Conclusion
References
Gabor Feature-Based Fast Neighborhood Component Analysis for Face Recognition
Introduction
The Gabor-FNCA Method
Experimental Results
Conclusions
References
Arabic Morphological Analysis and Disambiguation Using a Possibilistic Classifier
Introduction
The Proposed Approach
Training Morphological Features
Classifying Morphological Features
Experimental Evaluation
Conclusion
References
Quantum Computing
Model-Based Multi-view Face Construction and Recognition in Videos
Introduction
AAM-Based Multi-view Face Feature Points Alignment
Active Appearance Model
AAM-Based Face Feature Points Alignment
Tracking Based Face Posture Estimation
Face Parts Reconstruction
Face Parts Registration
Face Parts Stitching
Experiments
Conclusion and Future Work
References
A Differential Evolution Approach for NTJ-NFSSP with SDSTs and RDs
Introduction
NTJ-NFSSP with SDSTs and RDs
NFSSP with SDSTs
NTJ-NFSSP with SDSTs and RDs
DE_NTJ for NTJ-NFSSP with SDSTs and RDs
Solution Representation
Speed-up Evaluation Method
DE-Based Global Search
Local Search
DE_NTJ
Simulation Results and Discussion
Experimental Setup
Performance Measures
Simulation Results
Conclusions and Future Work
References
A Software Quantitative Assessment Method Based on Software Testing
Introduction
Software Trustworthy Decomposition Model
Software Quantitative Assessment Method
Getting the Weight Matrix
Assessing Quantitatively Based on Software Testing Results
An Example
Conclusion
References
Machine Learning Theory and Methods
Multi-Kernel Based Feature Selection for Regression
Introduction
Preliminaries
Sparse Multiple Kernel Learning for
Regression
Optimization
Experiments
Experiment Setting
Time Series Experiment
Conclusions
References
Design and Implementation of a General-Purpose MCU Simulation Software
Introduction
Software Architecture
Processor Plug-in
Peripheral Plug-in
Compiler Plug-in
Functions Implementation
Equipment Simulation
Code Management/Compiling
System Debugging
Application and Features
Application
Features
Conclusions
References
Predict the Tertiary Structure of Protein with Flexible Neural Tree
Introduction
Dataset
Feature Extraction Methods
Physicochemical Composition
Recurrence Quantification Analysis
Flexible Neural Tree
Classification Model
The Experimental Result and Analysis
Conclusion
References
Independent Component Analysis of Excavator Noise
Introduction
Independent Component Analysis
Signal Test
FastICA of Excavator Engine Sound Signals
Modal Analysis
Conclusions
References
Healthcare Informatics Theory and Methods
Stability Analysis for the Disease Free Equilibrium of a Discrete Malaria Model with Two Delays
Introduction
The Model and Preliminaries
Stability of the Equilibrium
Numerical Simulations
Discussion
References
Fault Diagnosis Method of Machinery Based on Fisher's Linear Discriminant and Possibility Theory
Introduction
Method of Selecting Good Symptom Parameters
Non-dimensional Symptom Parameters (NSPs) for Condition Diagnosis
Distinction Index(DI) for Selecting Symptom Parameters
Fisher's Linear Discriminant
Sequential Diagnosis
Possibility Theory for Condition Diagnosis
Example of Diagnosis and Verification
Experimental System
DI for Excellent SPs
Diagnosis Result by Fuzzy Theory
Conclusions
References
Biomedical Informatics Theory and Methods
Application of an Improved Fisher Criteria in Feature Extraction of Similar ECG Patterns
Introduction
Methods
ECG Data
Improved Fisher Criteria
Algorithm of Feature Extraction Based on IFC
Results
Discussions
Conclusions
References
Retention Index System Transformation Method Incorporated Optimal Molecular Descriptors through Particle Swarm Optimization
Introduction
Methods
Datasets Preparation
Multiple Linear Regression Model
PSO and Parameters Setup
Results and Discussion
The Evaluation Criterion of Regression Performance
Analysis of the Experiments
Conclusions
References
A Modular Hierarchical Reinforcement Learning Algorithm
Introduction
Reinforcement Learning
Hierarchical Reinforcement Learning
MHRL Algorithm
An Example of MHRL Algorithm
Experimental Results and Analysis
Conclusion
References
Determination of Unknown Boundary Condition in the Two-Dimensional Inverse Heat Conduction Problem
Introduction
Formulating the Inverse Problem
Finite Difference Method
Finite Volume Method and Weight Coefficient Method
Numerical Example
Conclusion
References
Complex Systems Theory and Methods
Study on Co-precipitation Control for Complex Mixed Solution
Introduction
Problem Formulation
Design of Sliding Mode Adaptive Controller and Stability Analysis
Co-precipitation Control Simulation of Mixed Solution
Conclusion
References
Coded Output Support Vector Machine
Introduction
The SMO Algorithm for the Soft e -SVR Machine
Coded Output Support Vector Machine
Simulations on the COSVM
The Natural Number COSVM
The Decimal COSVM
The Binary COSVM
Conclusion
References
The English Unknown Term Translation Mining with Improved Bilingual Snippets Collection Strategy
Introduction
The Baseline System of English Term Translation Mining
Retrieve the Bilingual Snippets
Candidate Term Extraction
Rank and Sort Out Candidate Translations
The Improving Strategy for Retrieving the Bilingual Snippets
Query Expansion Strategy
Surface Patterns Match Model
Experimental Result and Analysis
Conclusion and Future Work
References
Automatic Image Annotation Based on Relevance Feedback
Introduction
Proposed Algorithm for Annotated Images
Image Segmentation and Clustering
Training Module
Automatic Image Annotation Module
Relevance Feedback Module
Experimental Results
Experiments Design
Results and Discussions
Conclusion and Future Work
References
GMA: An Approach for Association Rules Mining on Medical Images
Introduction
Medical Image Preprocessing
Association Graph and Matrix Algorithm (GMA)
Basic Concept
GMA Algorithm
Experiment and Analysis
Conclusion
References
Intelligent Computing in Signal Processing
Finding k-Biclusters from Gene Expression Data
Introduction
Biclustering Model
Biclustering Algorithm
Steady Bicluster Construction
H Score Reduction
Bicluster Maximization
Algorithm Description
Experiments
Data Set
Parameters Issue
Results
Analysis and Comparison of Experimental Results
Conclusions
References
The Fast Blind Equalization Algorithm with Global Convergence
Introduction
CRIMNO Algorithm
New Blind Equalization Algorithm
Simulation
Performance Comparison of Different Algorithms
Performance Comparison of Constellation Convergent
Summary
References
Sequential Patterns Mining on High-Dimensional Data Stream
Introduction
Sequential Patterns Mining
Algorithm Overview
Seq-extension and Item-Extension
Bitmap Representation of Sequence
Tree Structure
Sequential Pattern Mining in Data Stream
Scaling with Stream Data
Experiment and Results
Experiment Parameters
Results
Conclusion
References
Intelligent Computing in Image Processing
Integration of Global and Local Feature for Age Estimation of Facial Images
Introduction
Global and Local Feature Extraction
Global Feature Extraction
Local Feature Extraction
Construction of Global Classifier and Local Classifier and Parallel Integration
Experiments
Experimental Setting
Experiment Result
Conclusion
References
Application of Adaptive Quantum Particle Swarm Optimization Algorithm for Optimal Dispatching of Cascaded Hydropower Stations
Introduction
Problem Formulations
Adaptive Quantum Particle Swarm Optimization Algorithm
Two Chains Encoding Method for Quantum Chromosome
Calculate the Inertia Weight
Update the Quantum Probability Amplitude
Evaluation Function
Case Study
Conclusions
References
Path Planning of UCAV Based on a Modified GeesePSO Algorithm
Introduction
The Model for Solving Path Planning of UCAV
Problem Description
Definition of Objective Function
The Modified GeesePSO (MGeesePSO)
Standard PSO Algorithm (SPSO)
PSO Algorithm Inspired by Wild Geese Swarm (GeesePSO)
MGeesePSO
Design for Path Planning of UCAV Based on the Modified GeesePSO
Particle Coding
Fitness Function for Evaluating Particles
Simulation Example
Example of Function Optimization
Example of Path Planning of UCAV Based on MGeesePSO
Conclusion
References
ROI Extraction of Palmprint Images Using Modified Harris Corner Point Detection Algorithm
Introduction
The General ROI Location Steps
The Modified Harris Algorithm
Harris Corner Detection Algorithm
Modified Harris Corner Detection Algorithm
Experimental Results and Analysis
Location and Segmentation of ROI
Comparison of Experimental Analysis
Conclusions
References
Viewpoint Selection Based on NM-PSO for Volume Rendering
Introduction
Viewpoint Quality Evaluation Based on Information Entropy
The Hbrid NM-PSO
The Nelder-Mead Simplex Search Algorithm
PSO Algorithm
NM-PSO Algorithm
Viewpoint Selection Using NM-PSO for Volume Rendering
Experimental Results and Analysis
Conclusion
References
Statistical Contourlet Subband Characterization for Texture Image Retrieval
Introduction
Contourlet Transform
Proposed Texture Retrieval Method
Statistical Contourlet Subband Characterization
Discrepancy Measurement and Texture Retrieval
Experiment Results
Performance Evaluation
Further Comparison on the Other Datasets
Conclusions
References
A New Weighted ARC-SC Approach for Leaf Image Recognition
Introduction
Related Works (SC and IDSC)
Extraction of Leaf Features
The Arc length Shape Contexts (ARC-SC)
Leaf Shape Matching with Weighted ARC-SC
Experimental Results
Dataset
Experimental Results Using ARC-SC
Experimental Results Using Weighted ARC_SC
Conclusions
References
Intelligent Computing in Robotics
Multi-Objective Particle Swarm Optimization Algorithm Based on Differential Populations
Introduction
Basic Concept of MOP
Standard Particle Swarm Algorithm
The Proposed Algorithm of MOPSODP
Experimental Results
Tests Problems
Performance Measures
Comparison and Discussion
Conclusion
References
Simulation of a Dual Busy Tone Broadcasting MAC Protocol
Introduction
A Dual Busy Tone Broadcasting MAC Protocol
Modeling and Implementation of the Dual Busy Tone Broadcasting MAC Protocol with OPNET Platform
Node Model Design
Simulation of Busy Tone
Process Design
Experiment Design and Performance Analysis
Conclusion
References
WSN Aided Indoor Localization for Unmanned Vehicles
Introduction
WSN Aided Multi-sensor Fusion Based Localization System
Localization Using RSSI Measurements
Player/Stage Based Simulation Studies
Conclusions
References
Robotic System Controlling Target Human's Attention
Introduction
Related Work
System Overview
Preliminary Study: Human-Robot Observation
Methods:
Data Collection and Analysis:
Behavioral Process of Attention Control
Design of the Cues
Experiment
Results
Conclusion
References
Intelligent Computing in Computer Vision
A Periodic Structural Model for Characterizing Network Traffic
Introduction
Problem Formulation
Experiments
Conclusions and Future Work
References
Fast Segment-Based Algorithm for Multi-view Depth Map Generation
Introduction
Proposed Algorithm
Reference Image Segmentation
Aggregate Errors
Initial Depth Map Generation
Post Processing
Experimental Results
Conclusions
References
Distance Coloring and Distance Edge-Coloring of d - dimensional Lattice
Introduction
Distance Coloring
Distance Edge-Coloring
References
Individual Optimal Feature Selection Based on Comprehensive Evaluation Indexs
Introduction
Comprehensive Evaluation Model [8,9]
Multi-criteria Comprehensive Feature Evaluation Algorithm
Several Feature Evaluation Criteria
Feature Evaluation and Selection Experiment
Experimental Data
Feature Evaluation
Feature Selection
Conclusion
References
Pose Determination from One Point and Two Coplanar Line Features
Introduction
Camera Model and Problem Statement
The Case of Two Parallel Lines
Problem Description
Solution Properties and Closed Form Solution
The Case of Two Intersecting Lines
Problem Description
Solution Properties and Closed Form Solution
Conclusion
References
Intelligent Agent and Web Applications
A Novel Algorithm of Single Vehicle-Mounted ESM Sensor Locating Fixed Emitter
Introduction
Recursive Least-Squares Location Algorithm
The Dynamic Models of Vehicle
Least Squares Location Algorithm
Recursive Least Squares Location Algorithm
Coordinate Rotation Transform
Simulation and Results
Data Rate Equates 10 s/t
Data Rate Equates 1s/t
Result Analysis
Conclusion
References
Applying Blocking and Frame Grouping to Design a Robust and Imperceptible Video Watermark
Introduction
Video Watermarking and Geometric Distortion
Video Watermarking
Geometric Distortion
Blocking and Frame Grouping
Blocking
Frame Grouping
Experimental Results
Conclusion
References
Improved PageRank Algorithm Based on the Residence Time of the Website
Introduction
The Improved Algorithm with the Residence Time of Website
Experimental Certification
Recall Rate
Precision Rate
Repetition Rate
Conclusions
References
A Fast Algorithm for Intra-prediction Mode Selection Based on Block Feature
Introduction
Dae-Yeon Kim Fast Intra Prediction Mode Selection Algorithm
Fast Mode Selection Algorithm Based on Block Characteristics
Algorithm Improvement
Algorithm Processes
Experiment Results and Analysis
Only Use I Picture
IPPP Structure Test: Adjacent I-Frame Interval Is 15
Conclusion
References
Agent-Based Task Decomposing Technique for Web Service Composition
Introduction
Related Work
Task Decomposing Theory and Task Decomposing Process
Task Decomposing Theory
Task Decomposing Process
Agent-Based Hierarchical Task Description Language
Case Analysis
Conclusions
References
The Psychological Behaviour Research of Individuals in Mass Violence Events
Introduction
Related Basic Theories
Agent-Based System Based on Modeling of Individual Agents
Psychological Volatility Factor
The Attended Willingness of Participates
The Experiments and Simulations for Mass Violence Events
The Affection Degree of Agitators
The Affection Degree of Activists
Other Influencing Factors
Experimental Results and Analysis
Conclusions
References
HadoopRDF: A Scalable Semantic Data Analytical Engine
Introduction
Problem Definition
Related Work
Our Approach: HadoopRDF
Data Partition and SPARQL Query Decomposition
Map-Reduce Jobs
Contrasting Approaches
Experiments
Dataset and Experimental Setup
Evaluation
Conclusions
References
Special Session on Advances in Information Security 2012
Research on Memory Strategies of Shearer Cutting Path
Introduction
Priority of the Memory Data
Selection Scheme of the Memory Point
The Data Structure of the Memory Point
Data Compression of Memory Point
Summary
References
PAC Learnability of Rough Hypercuboid Classifier
Introduction
Rough Hypercuboid Classifier
Rough Sets
Rough Hypercuboid Classifier
Probably Approximately Correct Learnability of RHC
Probably Approximately Correct Learning
Vapnik-Chervonenkis Theory
PAC Learnability of RHC Classification Method
Discussion about Instances Upper Bound of RHC
Conclusion
References
Orthogonal Moments for Efficient Feature Extraction from Line Structure Based Biometric Images
Introduction
Orthogonal Moments
Feature Extraction
Fingerprint
Palmprint
Experimental Results
Multimodal Fusion
Conclusion
References
Four Slap Fingerprint Segmentation
Introduction
Proposed Four Slap Fingerprint Segmentation Algorithm
Preprocessing
Clustering
Finger Mapping
Experimental Results
Conclusion
References
Vehicle Routing Problem with Time Windows Based on Adaptive Bacterial Foraging Optimization
Introduction
Description of VRPTW
Adaptive Bacterial Foraging Optimization for VRPTW
Adaptive Bacterial Foraging Optimization
Design ABFO for VRPTW
Experiments and Results
Conclusions and Future Work
References
Author Index

System requirements

Save as PDF Copy link into clipboard

Schweitzer Fachinformationen

Intelligent Computing Theories and Applications

Description

More details

Other editions

Additional editions

Persons

Content

System requirements